Hybrid Discriminative-Generative Training via Contrastive Learning
☆74May 1, 2023Updated 3 years ago
Alternatives and similar repositories for hybrid-discriminative-generative
Users that are interested in hybrid-discriminative-generative are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆435Sep 16, 2022Updated 4 years ago
- ☆12Oct 8, 2020Updated 5 years ago
- Code for the paper "What Makes Better Augmentation Strategies? Augment Difficult but Not too Different" (ICLR 22)☆12Aug 28, 2023Updated 3 years ago
- ☆17Mar 2, 2023Updated 3 years ago
- Official Release of "Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling"☆49Jul 8, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Aug 9, 2020Updated 6 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆47Mar 24, 2023Updated 3 years ago
- Code for our paper "On Out-of-distribution detection with Energy-based Models" accepted to the ICML 2021 Workshop on Uncertainty & Robus…☆20Sep 30, 2021Updated 4 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆38Oct 27, 2020Updated 5 years ago
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆70Mar 13, 2021Updated 5 years ago
- Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder (NeurIPS 2023)☆10Jun 5, 2024Updated 2 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆70Apr 8, 2022Updated 4 years ago
- Codes for "Learning bounds for risk-sensitive learning," NeurIPS 2020 (or see arXiv 2006.08138)☆11Oct 15, 2020Updated 5 years ago
- ☆64Feb 7, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆467Jul 16, 2022Updated 4 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 7 years ago
- ☆16Jun 16, 2022Updated 4 years ago
- Refining continuous-in-depth neural networks☆41Nov 14, 2021Updated 4 years ago
- Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informat…☆16Jun 28, 2023Updated 3 years ago
- PyTorch implementation of JEM++: Improved Techniques for Training JEM☆13Mar 11, 2023Updated 3 years ago
- Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)☆37May 26, 2021Updated 5 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆58Apr 11, 2021Updated 5 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆69Dec 9, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Invertible Generative Flows☆86Apr 1, 2021Updated 5 years ago
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆16Apr 27, 2019Updated 7 years ago
- ☆24Dec 18, 2022Updated 3 years ago
- ☆50Oct 22, 2020Updated 5 years ago
- Official code for ICML 2022: Open-Sampling: Exploring Out-of-Distribution Data for Re-balancing Long-tailed Datasets☆15Jul 5, 2022Updated 4 years ago
- ☆11Apr 18, 2021Updated 5 years ago
- Source code for "Taming GANs with Lookahead–Minmax", ICLR 2021.☆15Mar 28, 2021Updated 5 years ago
- A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturb…☆12Aug 5, 2020Updated 6 years ago
- A minimal implementation of Go-Explore without domain knowledge☆15Apr 26, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementation of Refine and Represent: Region-to-Object Representation Learning.☆21Jun 19, 2025Updated last year
- Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021☆30Sep 25, 2021Updated 4 years ago
- MoPro: Webly Supervised Learning☆87May 1, 2025Updated last year
- 《自动化学报》/AAS 中文期刊模板在texlive下的latex模板。☆24Apr 23, 2021Updated 5 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆18Jan 22, 2025Updated last year
- Tensorflow implementation of Stein Variational Gradient Descent (SVGD)☆26Jan 13, 2018Updated 8 years ago
- Official repository for Automated Learning Rate Scheduler for Large-Batch Training (8th ICML Workshop on AutoML)☆39Dec 3, 2021Updated 4 years ago